Dermis

🔎 Dermal Evaluation with Researched Machine Intelligence System 📱

Introduction

The skin is arguably one of the most dening factors of our appearance. Poor skin conditions could make us less condent and aect our mental health. It could also be an indicator of our physical health. When we experience skin problems, we often feel embarrassed to meet others or seek professional help. Many would prefer to check for diseases online to self-diagnose and identify treatments to cure themselves or prevent transmission. When we conduct online health consultations, we are often confused about describing the symptoms, especially when we can't show them directly or in person. Based on our research on existing health consultation applications, there is still no image recognition feature that allows us to identify skin conditions through images. Therefore, our team plans to create an application that can identify skin conditions through images, repo potential causes, and give recommendations for treatment to help others diagnose their condition more accurately. Our application is not intended to serve as a substitute for professional consultations, which is why our application will recommend users to consult a professional should their skin conditions be severe enough or are hard to identify.

Features

• Skin Detection: Users can detect their skin using camera or pictures from gallery.
• Skin Conditions: Present the result based on picture input. The result including Condition, Confidence, Cause, Description, Severity, and Treatment.
• Recommendation: Recommend users to consult with professional when the skin conditions are severe enough to identify.

Technology Stack

• Scikit-learn
• Tensorflow
• Keras
• Figma
• Android Studio
• Cloud Run
• Cloud Storage
• Cloud SQL
• Flask

Architecture

Dermis App

Team Member

Name	Bangkit ID	Learning Path
Alda Yunisa	M295DSY0006	Machine Learning
Keyza Asyadda Ramadhan M.	M181DSX4951	Machine Learning
M. Nur Hikmal Afandi	A360DSX3549	Mobile Development
Muhamad Dika Muldani	A360DKX4371	Mobile Development
Yasir Khairul Malik	C360DSX2643	Cloud Computing
Agivqy Nadif Santoso	C375DSX2654	Cloud Computing